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RAG & Knowledge Bases

RAG Pipeline and Chatbot from Google Drive Using Pinecone

When a Google Drive file arrives or a chat message is sent, it indexes documents into Pinecone and an agent using OpenAI, Claude or OpenRouter answers from them.

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What it does

# 1) RAG Pipeline & Chatbot

The steps

  1. Google Drive Trigger
  2. Download File
  3. Pinecone Vector Store
  4. Embeddings OpenAI
  5. Default Data Loader
  6. Recursive Character Text Splitter
  7. AI Agent
  8. When chat message received
  9. OpenRouter Chat Model
  10. Pinecone Vector Store1
  11. Embeddings OpenAI1

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